{"id":"W3013586663","doi":"10.1007/s11538-020-00709-y","title":"Mechanisms and Points of Control in the Spread of Inflammation: A Mathematical Investigation","year":2020,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; British Heart Foundation; Nottingham Trent University","keywords":"Inflammation; Context (archaeology); Chemotaxis; Immunology; Immune system; Disease; Neuroscience; Medicine; Biology; Receptor; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009819958,0.0007777461,0.0008219406,0.001570904,0.0009779456,0.00181367,0.001401103,0.002056914,0.004627552],"category_scores_gemma":[0.003373382,0.0004464943,0.001940465,0.0006433474,0.002718445,0.002758012,0.002137061,0.001610995,0.0004747719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596013,"about_ca_system_score_gemma":0.001144452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004464917,"about_ca_topic_score_gemma":0.002065185,"domain_scores_codex":[0.9997212,0.00009465276,0.00001368449,0.00004987917,0.00006532426,0.00005519657],"domain_scores_gemma":[0.9988746,0.0005060689,0.0003173145,0.00007022064,0.0001223503,0.000109288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004357635,0.00004573348,0.001331627,0.0001349561,0.00004651512,0.0002927046,0.000174881,0.2434245,0.003725321,0.7449945,0.001506379,0.004279328],"study_design_scores_gemma":[0.00003590138,0.00004842101,0.0007852766,0.00004622265,0.0000353525,0.0001664694,0.0001047984,0.8134935,0.0003111947,0.1821445,0.002800572,0.00002791454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1685951,0.008721991,0.7342203,0.009443154,0.0004699374,0.0001850348,0.000348571,0.0002105038,0.07780553],"genre_scores_gemma":[0.9301961,0.005696291,0.03601832,0.0006391591,0.0004385737,0.0002750272,0.0001159464,0.0001239143,0.02649675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004627552,"threshold_uncertainty_score":0.0154807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281484152347219,"score_gpt":0.2436741267369787,"score_spread":0.2155257115022568,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}